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Qwen3 VL 8B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

描述

Qwen3-VL is a large multimodal model that unifies vision, language, and reasoning to achieve human-level perception and cognition across text, images, and video. Built on a 235B-parameter architecture, it integrates early joint training of visual and textual modalities for strong language grounding. The model supports up to a 1 million-token context window and excels at visual understanding, spatial reasoning, long video comprehension, and tool-based interaction. It can generate code from images, perform precise 2D/3D object grounding, and operate digital interfaces like a visual agent. The “Instruct” version rivals Gemini 2.5 Pro in perception benchmarks, while the “Thinking” version leads in multimodal reasoning and STEM tasks. With multilingual OCR, creative writing, and fine-grained scene interpretation, Qwen3-VL establishes a new open-source frontier for integrated vision-language intelligence.

发布日期
2025-10-14
参数规模
9.0B
上下文长度
131K
支持模态
image, text, video

能力雷达图

29
general
17
coding
30
reasoning
26
science估算
70
agents
100
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体与工具64
53.0
LS
代码能力榜369
17.0
AA
通用能力榜332
34.0
AA
数学推理274
28.0
AA
多模态榜50
74.0
LS
推理能力83
52.0
LS
科学能力400
24.0
AA

基准测试分数 (LLM Stats)

3d

BLINK69.1%自报

Agents

BFCL-v366.3%自报
OSWorld33.9%自报

Chemistry

SuperGPQA44.5%自报

Communication

MM-MT-Bench7.70 / 100自报
WritingBench83.1%自报
Multi-IF75.1%自报

Finance

MMLU80.7%自报
MMLU-Pro71.6%自报
MMLU-ProX65.4%自报

General

MMLU-Redux84.9%自报
IFEval83.7%自报
MLVU-M78.1%自报
MMStar70.9%自报
MMMU (val)69.6%自报
Include67.0%自报
LiveBench 2024112562.0%自报
MMMU-Pro55.9%自报
LiveCodeBench v639.3%自报

Grounding

ScreenSpot94.4%自报
ScreenSpot Pro54.6%自报

Healthcare

VideoMMMU65.3%自报

Image To Text

OCRBench89.6%自报
OCRBench-V2 (en)65.4%自报
OCRBench-V2 (zh)61.2%自报

Language

CharadesSTA56.0%自报

Long Context

LVBench58.0%自报

Math

MathVista-Mini77.2%自报
MathVision53.9%自报
AIME 202545.9%自报
HMMT2532.5%自报
PolyMATH30.4%自报

Multimodal

DocVQAtest96.1%自报
AI2D85.7%自报
MMBench-V1.185.0%自报
InfoVQAtest83.1%自报
CharXiv-D83.0%自报
CC-OCR79.9%自报
Video-MME71.4%自报
MVBench68.7%自报
MuirBench64.4%自报
CharXiv-R46.4%自报

Reasoning

Hallusion Bench61.1%自报
ERQA45.8%自报

Spatial Reasoning

RealWorldQA71.5%自报

Vision

ODinW44.7%自报

AA 评测指数

Math Index
27.3
Intelligence Index
14.3
Coding Index
7.3
Mmlu Pro
0.7
Gpqa
0.4
Livecodebench
0.3
Ifbench
0.3
Tau2
0.3
Aime 25
0.3
Scicode
0.2
Lcr
0.2
Hle
0.0
Terminalbench Hard
0.0

LLM Stats 分类评分

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Instruction Following
80
Tool Calling
70
Vision
70
3d
70
Finance
70
Grounding
70
Healthcare
70
Image To Text
70
Language
70
Legal
70
Spatial Reasoning
60
Video
60
General
60
Long Context
60
Math
60
Reasoning
60
Agents
50
Chemistry
40
Economics
40
Physics
40

定价

输入价格$0.18 / 1M tokens
输出价格$0.7 / 1M tokens
混合价格(3:1)$0.31 / 1M tokens

速度

Tokens/秒147.0 tokens/s
首Token延迟1.00s
首回答延迟1.00s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
Novita80K500K
DeepInfra180K690K

外部链接